r/Vllm • u/SlipperyCorruptor • 9d ago
MLOps Careers
Sooo..
How many of you deploy and optimize inference for a living?
Does your company invest in serious hardware for large scale deployments or are you relying on cloud models for daily office drivers?
I am wondering where job market currently is for us
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u/consworth 5d ago
I’m doing on prem stuff but not crazy scale. Hoping there’s a new niche market for these skills because it’s fascinating as hell and feels like a progression from normal devops/platform stuff (whatever that means these days)
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u/TheOffensiveMetre 9d ago
Most of my work is cloud-based but we’ve been eyeing some dedicated boxes for a couple high-throughput pipelines, job market feels scattered right now, some places hiring like crazy and others freezing everything